NTIRE 2023 video colorization challenge

X Kang, X Lin, K Zhang, Z Hui… - Proceedings of the …, 2023 - openaccess.thecvf.com
This paper reviews the video colorization challenge on the New Trends in Image
Restoration and Enhancement (NTIRE) workshop, held in conjunction with CVPR 2023. The …

A review of deep-learning-based super-resolution: From methods to applications

H Su, Y Li, Y Xu, X Fu, S Liu - Pattern Recognition, 2024 - Elsevier
Abstract Super-resolution (SR), aiming to super-resolve degraded low-resolution image to
recover the corresponding high-resolution counterpart, is an important and challenging task …

Efficient deep models for real-time 4k image super-resolution. NTIRE 2023 benchmark and report

MV Conde, E Zamfir, R Timofte… - Proceedings of the …, 2023 - openaccess.thecvf.com
This paper introduces a novel benchmark for efficient upscaling as part of the NTIRE 2023
Real-Time Image Super-Resolution (RTSR) Challenge, which aimed to upscale images …

Real-time 4k super-resolution of compressed AVIF images. AIS 2024 challenge survey

MV Conde, Z Lei, W Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper introduces a novel benchmark for efficient image upscaling as part of the AIS
2024 Real-Time Image Super-Resolution (RTSR) Challenge which aims to upscale …

Lens-to-lens bokeh effect transformation. NTIRE 2023 challenge report

MV Conde, M Kolmet, T Seizinger… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present the new Bokeh Effect Transformation Dataset (BETD), and review the proposed
solutions for this novel task at the NTIRE 2023 Bokeh Effect Transformation Challenge …

Small insulator defects detection based on multi-scale feature interaction transformer for UAV-assisted power IoVT

J Wu, R **g, Y Bai, Z Tian, C Wei… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The power inspection is an important application of Unmanned aerial vehicle (UAV)-
assisted power Internet of Video Things (IoVT) for maintaining the safety of the power …

Wave-mamba: Wavelet state space model for ultra-high-definition low-light image enhancement

W Zou, H Gao, W Yang, T Liu - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
Ultra-high-definition (UHD) technology has attracted widespread attention due to its
exceptional visual quality, but it also poses new challenges for low-light image …

AIM 2024 challenge on efficient video super-resolution for av1 compressed content

MV Conde, Z Lei, W Li, C Bampis… - arxiv preprint arxiv …, 2024 - arxiv.org
Video super-resolution (VSR) is a critical task for enhancing low-bitrate and low-resolution
videos, particularly in streaming applications. While numerous solutions have been …

Asconvsr: Fast and lightweight super-resolution network with assembled convolutions

J Guo, X Zou, Y Chen, Y Liu, J Hao… - Proceedings of the …, 2023 - openaccess.thecvf.com
In recent years, videos and images in 720p (HD), 1080p (FHD) and 4K (UHD) resolution
have become more popular for display devices such as TVs, mobile phones and VR …

Efficient multi-lens bokeh effect rendering and transformation

T Seizinger, MV Conde, M Kolmet… - Proceedings of the …, 2023 - openaccess.thecvf.com
Many advancements of mobile cameras aim to reach the visual quality of professional DSLR
cameras. Great progress was shown over the last years in optimizing the sharp regions of an …